Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 284807 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1081 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 67.4 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 1 |
| Dataset has 1081 (0.4%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2021-05-12 14:08:02.908807 |
|---|---|
| Analysis finished | 2021-05-12 14:14:03.683957 |
| Duration | 6 minutes and 0.78 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
Time
Real number (ℝ≥0)
| Distinct | 124592 |
|---|---|
| Distinct (%) | 43.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94813.85958 |
|---|---|
| Minimum | 0 |
| Maximum | 172792 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25297.6 |
| Q1 | 54201.5 |
| median | 84692 |
| Q3 | 139320.5 |
| 95-th percentile | 164143.4 |
| Maximum | 172792 |
| Range | 172792 |
| Interquartile range (IQR) | 85119 |
Descriptive statistics
| Standard deviation | 47488.14595 |
|---|---|
| Coefficient of variation (CV) | 0.5008565854 |
| Kurtosis | -1.293530051 |
| Mean | 94813.85958 |
| Median Absolute Deviation (MAD) | 42666 |
| Skewness | -0.03556761801 |
| Sum | 2.70036509 × 1010 |
| Variance | 2255124006 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) |
| 163152 | 36 | < 0.1% |
| 64947 | 26 | < 0.1% |
| 68780 | 25 | < 0.1% |
| 3767 | 21 | < 0.1% |
| 3770 | 20 | < 0.1% |
| 3750 | 19 | < 0.1% |
| 140347 | 19 | < 0.1% |
| 19912 | 19 | < 0.1% |
| 128860 | 19 | < 0.1% |
| 143083 | 18 | < 0.1% |
| Other values (124582) | 284585 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 4 | 1 | |
| 7 | 2 |
| Value | Count | Frequency (%) |
| 172792 | 1 | |
| 172788 | 2 | |
| 172787 | 1 | |
| 172786 | 1 | |
| 172785 | 1 |
V1
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.168374984 × 1015 |
|---|---|
| Minimum | -56.40750963 |
| Maximum | 2.454929991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -56.40750963 |
|---|---|
| 5-th percentile | -2.89914677 |
| Q1 | -0.9203733844 |
| median | 0.01810879916 |
| Q3 | 1.315641694 |
| 95-th percentile | 2.081223059 |
| Maximum | 2.454929991 |
| Range | 58.86243962 |
| Interquartile range (IQR) | 2.236015078 |
Descriptive statistics
| Standard deviation | 1.958695804 |
|---|---|
| Coefficient of variation (CV) | 1.676427372 × 1015 |
| Kurtosis | 32.48667949 |
| Mean | 1.168374984 × 1015 |
| Median Absolute Deviation (MAD) | 1.194685356 |
| Skewness | -3.280667303 |
| Sum | 3.32761374 × 1010 |
| Variance | 3.836489252 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.055797006 | 77 | < 0.1% |
| 1.245673819 | 77 | < 0.1% |
| 2.053311214 | 62 | < 0.1% |
| 1.302377965 | 60 | < 0.1% |
| 2.040211058 | 53 | < 0.1% |
| 2.085174876 | 48 | < 0.1% |
| 1.332849312 | 45 | < 0.1% |
| 1.01841182 | 40 | < 0.1% |
| 1.335053154 | 39 | < 0.1% |
| -0.30252069 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -56.40750963 | 1 | |
| -46.8550472 | 1 | |
| -41.92873752 | 1 | |
| -40.47014184 | 1 | |
| -40.0425375 | 1 |
| Value | Count | Frequency (%) |
| 2.454929991 | 1 | |
| 2.45188849 | 1 | |
| 2.446504985 | 1 | |
| 2.439207481 | 1 | |
| 2.430506781 | 1 |
V2
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.41690805 × 1016 |
|---|---|
| Minimum | -72.71572756 |
| Maximum | 22.05772899 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -72.71572756 |
|---|---|
| 5-th percentile | -1.971975144 |
| Q1 | -0.5985499135 |
| median | 0.0654855564 |
| Q3 | 0.8037238712 |
| 95-th percentile | 1.808584754 |
| Maximum | 22.05772899 |
| Range | 94.77345655 |
| Interquartile range (IQR) | 1.402273785 |
Descriptive statistics
| Standard deviation | 1.651308579 |
|---|---|
| Coefficient of variation (CV) | 4.832756854 × 1015 |
| Kurtosis | 95.77310596 |
| Mean | 3.41690805 × 1016 |
| Median Absolute Deviation (MAD) | 0.7027505483 |
| Skewness | -4.624865573 |
| Sum | 9.731593309 × 1011 |
| Variance | 2.726820025 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3266677731 | 77 | < 0.1% |
| 0.1669750195 | 77 | < 0.1% |
| 0.08973464782 | 62 | < 0.1% |
| -0.6065293082 | 60 | < 0.1% |
| -0.1469749748 | 53 | < 0.1% |
| 0.3930505777 | 48 | < 0.1% |
| 0.3891982492 | 45 | < 0.1% |
| 1.036663009 | 40 | < 0.1% |
| 0.3314640264 | 39 | < 0.1% |
| 0.4474736062 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -72.71572756 | 1 | |
| -63.34469832 | 1 | |
| -60.46461766 | 1 | |
| -50.38326913 | 1 | |
| -48.06085602 | 1 |
| Value | Count | Frequency (%) |
| 22.05772899 | 1 | |
| 21.46720299 | 1 | |
| 19.16723901 | 1 | |
| 18.90245284 | 1 | |
| 18.18362646 | 1 |
V3
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.379536708 × 1015 |
|---|---|
| Minimum | -48.32558936 |
| Maximum | 9.382558433 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -48.32558936 |
|---|---|
| 5-th percentile | -2.389740464 |
| Q1 | -0.8903648382 |
| median | 0.1798463436 |
| Q3 | 1.027195542 |
| 95-th percentile | 2.062635143 |
| Maximum | 9.382558433 |
| Range | 57.7081478 |
| Interquartile range (IQR) | 1.917560381 |
Descriptive statistics
| Standard deviation | 1.516255005 |
|---|---|
| Coefficient of variation (CV) | -1.099104501 × 1015 |
| Kurtosis | 26.61955081 |
| Mean | -1.379536708 × 1015 |
| Median Absolute Deviation (MAD) | 0.9356346492 |
| Skewness | -2.24015544 |
| Sum | -3.929017112 × 1010 |
| Variance | 2.299029241 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4883057426 | 77 | < 0.1% |
| -2.752040956 | 77 | < 0.1% |
| -1.681835669 | 62 | < 0.1% |
| -0.6819861929 | 60 | < 0.1% |
| -2.955933665 | 53 | < 0.1% |
| -4.508200532 | 48 | < 0.1% |
| -2.165596605 | 45 | < 0.1% |
| -1.689813707 | 40 | < 0.1% |
| -2.057762777 | 39 | < 0.1% |
| -1.089984306 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -48.32558936 | 1 | |
| -33.68098402 | 1 | |
| -32.96534576 | 1 | |
| -32.45419819 | 1 | |
| -31.81358595 | 1 |
| Value | Count | Frequency (%) |
| 9.382558433 | 1 | |
| 4.22610848 | 1 | |
| 4.187810599 | 1 | |
| 4.101716178 | 1 | |
| 4.079167812 | 1 |
V4
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.07409512 × 1015 |
|---|---|
| Minimum | -5.683171198 |
| Maximum | 16.87534403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -5.683171198 |
|---|---|
| 5-th percentile | -2.195682822 |
| Q1 | -0.8486401163 |
| median | -0.01984652948 |
| Q3 | 0.7433412895 |
| 95-th percentile | 2.566500656 |
| Maximum | 16.87534403 |
| Range | 22.55851523 |
| Interquartile range (IQR) | 1.591981406 |
Descriptive statistics
| Standard deviation | 1.415868575 |
|---|---|
| Coefficient of variation (CV) | 6.826439932 × 1014 |
| Kurtosis | 2.635454915 |
| Mean | 2.07409512 × 1015 |
| Median Absolute Deviation (MAD) | 0.799908963 |
| Skewness | 0.676292098 |
| Sum | 5.907168088 × 1010 |
| Variance | 2.004683822 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6353219207 | 77 | < 0.1% |
| -0.8423160333 | 77 | < 0.1% |
| 0.4542119602 | 62 | < 0.1% |
| -1.904603396 | 60 | < 0.1% |
| -0.5783559789 | 53 | < 0.1% |
| -0.3117706833 | 48 | < 0.1% |
| -0.3068726238 | 45 | < 0.1% |
| 1.315475833 | 40 | < 0.1% |
| -0.3461753553 | 39 | < 0.1% |
| -3.214799282 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -5.683171198 | 1 | |
| -5.600607141 | 1 | |
| -5.560117581 | 1 | |
| -5.519697123 | 1 | |
| -5.416315392 | 1 |
| Value | Count | Frequency (%) |
| 16.87534403 | 1 | |
| 16.71553737 | 1 | |
| 16.49121717 | 1 | |
| 15.30418399 | 1 | |
| 13.1436681 | 1 |
V5
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.604066317 × 1016 |
|---|---|
| Minimum | -113.7433067 |
| Maximum | 34.80166588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -113.7433067 |
|---|---|
| 5-th percentile | -1.702021455 |
| Q1 | -0.6915970709 |
| median | -0.05433582674 |
| Q3 | 0.6119264397 |
| 95-th percentile | 2.098959675 |
| Maximum | 34.80166588 |
| Range | 148.5449726 |
| Interquartile range (IQR) | 1.303523511 |
Descriptive statistics
| Standard deviation | 1.380246734 |
|---|---|
| Coefficient of variation (CV) | 1.437148275 × 1015 |
| Kurtosis | 206.90456 |
| Mean | 9.604066317 × 1016 |
| Median Absolute Deviation (MAD) | 0.6515305545 |
| Skewness | -2.425901496 |
| Sum | 2.735305316 × 1010 |
| Variance | 1.905081047 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5627766808 | 77 | < 0.1% |
| 2.46307226 | 77 | < 0.1% |
| 0.2983103715 | 62 | < 0.1% |
| 1.326623107 | 60 | < 0.1% |
| 2.609358271 | 53 | < 0.1% |
| 3.510116942 | 48 | < 0.1% |
| 2.641351251 | 45 | < 0.1% |
| 1.698436056 | 40 | < 0.1% |
| 2.583233822 | 39 | < 0.1% |
| 2.0299312 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -113.7433067 | 1 | |
| -42.14789837 | 1 | |
| -40.4277263 | 1 | |
| -35.18212031 | 1 | |
| -32.092129 | 1 |
| Value | Count | Frequency (%) |
| 34.80166588 | 1 | |
| 34.09930934 | 1 | |
| 32.9114617 | 1 | |
| 31.45704605 | 1 | |
| 29.16217202 | 1 |
V6
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.487313013 × 1015 |
|---|---|
| Minimum | -26.16050594 |
| Maximum | 73.30162555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -26.16050594 |
|---|---|
| 5-th percentile | -1.406757262 |
| Q1 | -0.7682956085 |
| median | -0.2741870765 |
| Q3 | 0.3985648964 |
| 95-th percentile | 3.160381696 |
| Maximum | 73.30162555 |
| Range | 99.46213148 |
| Interquartile range (IQR) | 1.166860505 |
Descriptive statistics
| Standard deviation | 1.33227109 |
|---|---|
| Coefficient of variation (CV) | 8.957570316 × 1014 |
| Kurtosis | 42.64249396 |
| Mean | 1.487313013 × 1015 |
| Median Absolute Deviation (MAD) | 0.5596280307 |
| Skewness | 1.826580665 |
| Sum | 4.235971574 × 1010 |
| Variance | 1.774946257 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.011072616 | 77 | < 0.1% |
| 3.173856423 | 77 | < 0.1% |
| -0.9535260864 | 62 | < 0.1% |
| 3.436312447 | 60 | < 0.1% |
| 3.142641531 | 53 | < 0.1% |
| 2.45329922 | 48 | < 0.1% |
| 2.808083764 | 45 | < 0.1% |
| 0.528806549 | 40 | < 0.1% |
| 2.854101997 | 39 | < 0.1% |
| 2.762439585 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -26.16050594 | 1 | |
| -23.49671393 | 1 | |
| -21.92931229 | 1 | |
| -21.24875162 | 1 | |
| -20.86962619 | 1 |
| Value | Count | Frequency (%) |
| 73.30162555 | 1 | |
| 23.91783713 | 1 | |
| 22.52929847 | 1 | |
| 21.55049619 | 1 | |
| 21.39306876 | 1 |
V7
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.556467296 × 1016 |
|---|---|
| Minimum | -43.55724157 |
| Maximum | 120.5894939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -43.55724157 |
|---|---|
| 5-th percentile | -1.434423044 |
| Q1 | -0.554075879 |
| median | 0.04010308279 |
| Q3 | 0.5704360729 |
| 95-th percentile | 1.407632108 |
| Maximum | 120.5894939 |
| Range | 164.1467355 |
| Interquartile range (IQR) | 1.124511952 |
Descriptive statistics
| Standard deviation | 1.237093598 |
|---|---|
| Coefficient of variation (CV) | -2.226403095 × 1015 |
| Kurtosis | 405.607417 |
| Mean | -5.556467296 × 1016 |
| Median Absolute Deviation (MAD) | 0.5618646068 |
| Skewness | 2.553907417 |
| Sum | -1.582520781 × 1010 |
| Variance | 1.530400571 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01495266147 | 77 | < 0.1% |
| -0.432125924 | 77 | < 0.1% |
| 0.1520025453 | 62 | < 0.1% |
| -1.145126827 | 60 | < 0.1% |
| -0.4168828412 | 53 | < 0.1% |
| 0.220468581 | 48 | < 0.1% |
| -0.1716266361 | 45 | < 0.1% |
| 0.3317145024 | 40 | < 0.1% |
| -0.1875473373 | 39 | < 0.1% |
| -0.5349938273 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -43.55724157 | 1 | |
| -41.50679608 | 1 | |
| -37.06031146 | 1 | |
| -33.23932817 | 1 | |
| -31.76494649 | 1 |
| Value | Count | Frequency (%) |
| 120.5894939 | 1 | |
| 44.05446136 | 1 | |
| 36.87736827 | 1 | |
| 36.67726795 | 1 | |
| 34.30317686 | 1 |
V8
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.213481363 × 1016 |
|---|---|
| Minimum | -73.21671846 |
| Maximum | 20.00720837 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -73.21671846 |
|---|---|
| 5-th percentile | -0.8421468734 |
| Q1 | -0.208629744 |
| median | 0.02235803644 |
| Q3 | 0.3273458619 |
| 95-th percentile | 1.049984294 |
| Maximum | 20.00720837 |
| Range | 93.22392682 |
| Interquartile range (IQR) | 0.535975606 |
Descriptive statistics
| Standard deviation | 1.194352903 |
|---|---|
| Coefficient of variation (CV) | 9.842367083 × 1015 |
| Kurtosis | 220.5869736 |
| Mean | 1.213481363 × 1016 |
| Median Absolute Deviation (MAD) | 0.2589625368 |
| Skewness | -8.521944195 |
| Sum | 3.456079867 × 1011 |
| Variance | 1.426478856 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1602108633 | 77 | < 0.1% |
| 0.7277062007 | 77 | < 0.1% |
| -0.2070713797 | 62 | < 0.1% |
| 0.9591472621 | 60 | < 0.1% |
| 0.7843929483 | 53 | < 0.1% |
| 0.5433768006 | 48 | < 0.1% |
| 0.6833517336 | 45 | < 0.1% |
| 0.3645387616 | 40 | < 0.1% |
| 0.6851537704 | 39 | < 0.1% |
| 0.8082500984 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -73.21671846 | 1 | |
| -50.94336887 | 1 | |
| -50.68841936 | 1 | |
| -50.42009006 | 1 | |
| -41.48482251 | 1 |
| Value | Count | Frequency (%) |
| 20.00720837 | 1 | |
| 19.58777262 | 1 | |
| 19.16832739 | 1 | |
| 18.74887195 | 1 | |
| 18.70925454 | 1 |
V9
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.40633055 × 1015 |
|---|---|
| Minimum | -13.43406632 |
| Maximum | 15.59499461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -13.43406632 |
|---|---|
| 5-th percentile | -1.758426018 |
| Q1 | -0.6430975703 |
| median | -0.05142873155 |
| Q3 | 0.5971390303 |
| 95-th percentile | 1.78078263 |
| Maximum | 15.59499461 |
| Range | 29.02906093 |
| Interquartile range (IQR) | 1.240236601 |
Descriptive statistics
| Standard deviation | 1.098632089 |
|---|---|
| Coefficient of variation (CV) | -4.565590913 × 1014 |
| Kurtosis | 3.731310614 |
| Mean | -2.40633055 × 1015 |
| Median Absolute Deviation (MAD) | 0.6202699443 |
| Skewness | 0.5546797719 |
| Sum | -6.853397849 × 1010 |
| Variance | 1.206992467 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1703618522 | 77 | < 0.1% |
| 0.6086058703 | 77 | < 0.1% |
| 0.5873352664 | 62 | < 0.1% |
| 1.671301564 | 60 | < 0.1% |
| 0.3599023789 | 53 | < 0.1% |
| -0.1004339049 | 48 | < 0.1% |
| -0.2979620013 | 45 | < 0.1% |
| -0.7117979388 | 40 | < 0.1% |
| -0.2866140686 | 39 | < 0.1% |
| -0.0527240383 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -13.43406632 | 1 | |
| -13.32015469 | 1 | |
| -11.12662352 | 1 | |
| -10.84252587 | 1 | |
| -9.481456334 | 1 |
| Value | Count | Frequency (%) |
| 15.59499461 | 1 | |
| 10.39288882 | 1 | |
| 10.37065798 | 1 | |
| 10.3484067 | 1 | |
| 10.32613305 | 1 |
V10
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.239052743 × 1015 |
|---|---|
| Minimum | -24.58826244 |
| Maximum | 23.74513612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -24.58826244 |
|---|---|
| 5-th percentile | -1.338635689 |
| Q1 | -0.5354257265 |
| median | -0.0929173836 |
| Q3 | 0.4539234451 |
| 95-th percentile | 1.548557436 |
| Maximum | 23.74513612 |
| Range | 48.33339856 |
| Interquartile range (IQR) | 0.9893491716 |
Descriptive statistics
| Standard deviation | 1.088849765 |
|---|---|
| Coefficient of variation (CV) | 4.862992928 × 1014 |
| Kurtosis | 31.98823878 |
| Mean | 2.239052743 × 1015 |
| Median Absolute Deviation (MAD) | 0.4800825268 |
| Skewness | 1.18714059 |
| Sum | 6.376978945 × 1010 |
| Variance | 1.185593812 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.07518616994 | 77 | < 0.1% |
| -0.04457458938 | 77 | < 0.1% |
| -0.3620473484 | 62 | < 0.1% |
| -1.02294603 | 60 | < 0.1% |
| -0.3510751014 | 53 | < 0.1% |
| -1.0186222 | 48 | < 0.1% |
| -0.6520966004 | 45 | < 0.1% |
| -1.57028828 | 40 | < 0.1% |
| -0.5359027355 | 39 | < 0.1% |
| 0.001148754534 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -24.58826244 | 1 | < 0.1% |
| -24.40318497 | 1 | < 0.1% |
| -23.22825484 | 1 | < 0.1% |
| -22.18708856 | 4 | |
| -20.94919155 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.74513612 | 1 | |
| 15.33174156 | 1 | |
| 15.24568569 | 1 | |
| 15.2360282 | 1 | |
| 13.81175777 | 1 |
V11
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.673326933 × 1015 |
|---|---|
| Minimum | -4.797473465 |
| Maximum | 12.01891318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -4.797473465 |
|---|---|
| 5-th percentile | -1.571901245 |
| Q1 | -0.7624941955 |
| median | -0.0327573545 |
| Q3 | 0.7395934073 |
| 95-th percentile | 1.614032823 |
| Maximum | 12.01891318 |
| Range | 16.81638665 |
| Interquartile range (IQR) | 1.502087603 |
Descriptive statistics
| Standard deviation | 1.020713028 |
|---|---|
| Coefficient of variation (CV) | 6.099901984 × 1014 |
| Kurtosis | 1.633921258 |
| Mean | 1.673326933 × 1015 |
| Median Absolute Deviation (MAD) | 0.7502944294 |
| Skewness | 0.3565058555 |
| Sum | 4.765752237 × 1010 |
| Variance | 1.041855085 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0635044576 | 77 | < 0.1% |
| -0.3567490185 | 77 | < 0.1% |
| -0.5895980404 | 62 | < 0.1% |
| -0.1914229727 | 60 | < 0.1% |
| 0.3296508837 | 53 | < 0.1% |
| 0.8070381067 | 48 | < 0.1% |
| 0.4180026649 | 45 | < 0.1% |
| 3.463017821 | 40 | < 0.1% |
| 0.3328484176 | 39 | < 0.1% |
| -0.02860892995 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -4.797473465 | 1 | |
| -4.682930548 | 1 | |
| -4.568390246 | 1 | |
| -4.453852842 | 1 | |
| -4.339318655 | 1 |
| Value | Count | Frequency (%) |
| 12.01891318 | 1 | |
| 11.66920474 | 1 | |
| 11.61972348 | 1 | |
| 11.27792073 | 1 | |
| 11.22847028 | 1 |
V12
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.24701177 × 1015 |
|---|---|
| Minimum | -18.68371463 |
| Maximum | 7.848392076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -18.68371463 |
|---|---|
| 5-th percentile | -1.967162458 |
| Q1 | -0.4055714854 |
| median | 0.1400325883 |
| Q3 | 0.6182380329 |
| 95-th percentile | 1.243053123 |
| Maximum | 7.848392076 |
| Range | 26.53210671 |
| Interquartile range (IQR) | 1.023809518 |
Descriptive statistics
| Standard deviation | 0.9992013895 |
|---|---|
| Coefficient of variation (CV) | -8.01276631 × 1014 |
| Kurtosis | 20.24186966 |
| Mean | -1.24701177 × 1015 |
| Median Absolute Deviation (MAD) | 0.5075571574 |
| Skewness | -2.278400935 |
| Sum | -3.55157681 × 1010 |
| Variance | 0.9984034168 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.07345951735 | 77 | < 0.1% |
| 0.3505635733 | 77 | < 0.1% |
| -0.1747120531 | 62 | < 0.1% |
| 0.6310273415 | 60 | < 0.1% |
| 0.1835081206 | 53 | < 0.1% |
| -0.3305476278 | 48 | < 0.1% |
| -0.3224369237 | 45 | < 0.1% |
| 0.5384113631 | 40 | < 0.1% |
| -0.2683187385 | 39 | < 0.1% |
| 0.07365651502 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -18.68371463 | 1 | |
| -18.55369701 | 1 | |
| -18.43113103 | 1 | |
| -18.04759657 | 1 | |
| -17.76914346 | 1 |
| Value | Count | Frequency (%) |
| 7.848392076 | 1 | |
| 4.846452409 | 1 | |
| 4.574082241 | 1 | |
| 4.472920584 | 1 | |
| 4.406338221 | 1 |
V13
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.190001274 × 1016 |
|---|---|
| Minimum | -5.791881206 |
| Maximum | 7.126882959 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -5.791881206 |
|---|---|
| 5-th percentile | -1.639729075 |
| Q1 | -0.6485392991 |
| median | -0.01356805679 |
| Q3 | 0.6625049594 |
| 95-th percentile | 1.607877206 |
| Maximum | 7.126882959 |
| Range | 12.91876416 |
| Interquartile range (IQR) | 1.311044259 |
Descriptive statistics
| Standard deviation | 0.9952742301 |
|---|---|
| Coefficient of variation (CV) | 1.215230861 × 1015 |
| Kurtosis | 0.1952997878 |
| Mean | 8.190001274 × 1016 |
| Median Absolute Deviation (MAD) | 0.65530784 |
| Skewness | 0.06523345791 |
| Sum | 2.332569693 × 1010 |
| Variance | 0.9905707932 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5177596942 | 77 | < 0.1% |
| -0.1412383222 | 77 | < 0.1% |
| -0.6211270614 | 62 | < 0.1% |
| 0.03190727035 | 60 | < 0.1% |
| -0.272918545 | 53 | < 0.1% |
| -0.5314186517 | 48 | < 0.1% |
| -0.1434691546 | 45 | < 0.1% |
| -0.3780953845 | 40 | < 0.1% |
| -0.1276141958 | 39 | < 0.1% |
| 0.04128482958 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -5.791881206 | 1 | |
| -4.008639792 | 1 | |
| -3.961757536 | 1 | |
| -3.888606286 | 1 | |
| -3.881106249 | 1 |
| Value | Count | Frequency (%) |
| 7.126882959 | 1 | |
| 4.569008959 | 1 | |
| 4.469566192 | 1 | |
| 4.465413177 | 1 | |
| 4.369998379 | 1 |
V14
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.207294205 × 1015 |
|---|---|
| Minimum | -19.21432549 |
| Maximum | 10.52676605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -19.21432549 |
|---|---|
| 5-th percentile | -1.439351463 |
| Q1 | -0.4255740125 |
| median | 0.05060131931 |
| Q3 | 0.4931498492 |
| 95-th percentile | 1.39365345 |
| Maximum | 10.52676605 |
| Range | 29.74109154 |
| Interquartile range (IQR) | 0.9187238617 |
Descriptive statistics
| Standard deviation | 0.9585956113 |
|---|---|
| Coefficient of variation (CV) | 7.940033234 × 1014 |
| Kurtosis | 23.87946184 |
| Mean | 1.207294205 × 1015 |
| Median Absolute Deviation (MAD) | 0.4581196726 |
| Skewness | -1.99517584 |
| Sum | 3.438458407 × 1010 |
| Variance | 0.9189055459 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4069689344 | 77 | < 0.1% |
| 0.6909716184 | 77 | < 0.1% |
| -0.703512784 | 62 | < 0.1% |
| -0.03142538126 | 60 | < 0.1% |
| -0.5974366652 | 53 | < 0.1% |
| -2.181448825 | 48 | < 0.1% |
| -1.154524296 | 45 | < 0.1% |
| -3.04549518 | 40 | < 0.1% |
| -0.8682999609 | 39 | < 0.1% |
| 0.4255004854 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -19.21432549 | 1 | |
| -18.82208674 | 1 | |
| -18.49377336 | 1 | |
| -18.3920915 | 1 | |
| -18.04999769 | 1 |
| Value | Count | Frequency (%) |
| 10.52676605 | 1 | |
| 7.754598748 | 1 | |
| 7.692208544 | 1 | |
| 7.667725751 | 1 | |
| 7.518402781 | 1 |
V15
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.88745586 × 1015 |
|---|---|
| Minimum | -4.498944677 |
| Maximum | 8.877741598 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -4.498944677 |
|---|---|
| 5-th percentile | -1.5932001 |
| Q1 | -0.5828842792 |
| median | 0.04807154976 |
| Q3 | 0.6488208063 |
| 95-th percentile | 1.373090362 |
| Maximum | 8.877741598 |
| Range | 13.37668627 |
| Interquartile range (IQR) | 1.231705085 |
Descriptive statistics
| Standard deviation | 0.9153160116 |
|---|---|
| Coefficient of variation (CV) | 1.872786247 × 1014 |
| Kurtosis | 0.2847690838 |
| Mean | 4.88745586 × 1015 |
| Median Absolute Deviation (MAD) | 0.6154990552 |
| Skewness | -0.3084229821 |
| Sum | 1.391981641 × 109 |
| Variance | 0.8378034011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.275257039 | 77 | < 0.1% |
| 1.124146923 | 77 | < 0.1% |
| 0.2719566102 | 62 | < 0.1% |
| 1.446626976 | 60 | < 0.1% |
| 0.5838968103 | 53 | < 0.1% |
| 0.3887240831 | 48 | < 0.1% |
| 1.157633714 | 45 | < 0.1% |
| 1.468911143 | 40 | < 0.1% |
| 1.128538982 | 39 | < 0.1% |
| 1.069355893 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -4.498944677 | 1 | |
| -4.391307068 | 1 | |
| -4.19932125 | 1 | |
| -4.196619695 | 1 | |
| -4.15253176 | 1 |
| Value | Count | Frequency (%) |
| 8.877741598 | 1 | |
| 5.825654319 | 1 | |
| 5.78451389 | 1 | |
| 5.720478632 | 1 | |
| 5.685899052 | 1 |
V16
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.437715954 × 1015 |
|---|---|
| Minimum | -14.12985452 |
| Maximum | 17.31511152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -14.12985452 |
|---|---|
| 5-th percentile | -1.491663295 |
| Q1 | -0.4680367667 |
| median | 0.06641332058 |
| Q3 | 0.5232963125 |
| 95-th percentile | 1.325253187 |
| Maximum | 17.31511152 |
| Range | 31.44496604 |
| Interquartile range (IQR) | 0.9913330792 |
Descriptive statistics
| Standard deviation | 0.8762528874 |
|---|---|
| Coefficient of variation (CV) | 6.094756651 × 1014 |
| Kurtosis | 10.41913132 |
| Mean | 1.437715954 × 1015 |
| Median Absolute Deviation (MAD) | 0.4925978984 |
| Skewness | -1.100966276 |
| Sum | 4.094715678 × 1010 |
| Variance | 0.7678191227 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.371962125 | 77 | < 0.1% |
| 0.3424697541 | 77 | < 0.1% |
| 0.3186880634 | 62 | < 0.1% |
| -0.1218203786 | 60 | < 0.1% |
| 0.1786758365 | 53 | < 0.1% |
| 0.2320713777 | 48 | < 0.1% |
| 0.8781749178 | 45 | < 0.1% |
| -0.02974151433 | 40 | < 0.1% |
| 0.7865060537 | 39 | < 0.1% |
| 0.6403675125 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -14.12985452 | 1 | |
| -13.56327296 | 1 | |
| -13.30388758 | 1 | |
| -13.25683309 | 1 | |
| -13.25154198 | 1 |
| Value | Count | Frequency (%) |
| 17.31511152 | 1 | |
| 8.28988956 | 1 | |
| 7.059131811 | 1 | |
| 6.442797901 | 1 | |
| 6.351853498 | 1 |
V17
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.772170686 × 1016 |
|---|---|
| Minimum | -25.16279937 |
| Maximum | 9.25352625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -25.16279937 |
|---|---|
| 5-th percentile | -0.9830039028 |
| Q1 | -0.4837483137 |
| median | -0.06567575381 |
| Q3 | 0.3996749827 |
| 95-th percentile | 1.274609117 |
| Maximum | 9.25352625 |
| Range | 34.41632562 |
| Interquartile range (IQR) | 0.8834232964 |
Descriptive statistics
| Standard deviation | 0.8493370637 |
|---|---|
| Coefficient of variation (CV) | -2.251587042 × 1015 |
| Kurtosis | 94.7997191 |
| Mean | -3.772170686 × 1016 |
| Median Absolute Deviation (MAD) | 0.4393124801 |
| Skewness | -3.844914474 |
| Sum | -1.074340616 × 1010 |
| Variance | 0.7213734477 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3746564401 | 77 | < 0.1% |
| -0.6019568028 | 77 | < 0.1% |
| 0.5493651287 | 62 | < 0.1% |
| -0.651405237 | 60 | < 0.1% |
| 0.4738982783 | 53 | < 0.1% |
| 2.125021883 | 48 | < 0.1% |
| 0.5369175197 | 45 | < 0.1% |
| 3.664588481 | 40 | < 0.1% |
| 0.316435261 | 39 | < 0.1% |
| -1.072084985 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -25.16279937 | 1 | |
| -24.01909855 | 1 | |
| -23.81563583 | 1 | |
| -23.24159715 | 1 | |
| -22.88399858 | 1 |
| Value | Count | Frequency (%) |
| 9.25352625 | 1 | |
| 9.207058535 | 1 | |
| 8.538195139 | 1 | |
| 7.893392532 | 1 | |
| 7.766636363 | 1 |
V18
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.564149167 × 1016 |
|---|---|
| Minimum | -9.498745921 |
| Maximum | 5.041069185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -9.498745921 |
|---|---|
| 5-th percentile | -1.358094019 |
| Q1 | -0.4988497987 |
| median | -0.003636312355 |
| Q3 | 0.5008067469 |
| 95-th percentile | 1.394391803 |
| Maximum | 5.041069185 |
| Range | 14.53981511 |
| Interquartile range (IQR) | 0.9996565456 |
Descriptive statistics
| Standard deviation | 0.8381762095 |
|---|---|
| Coefficient of variation (CV) | 8.763729997 × 1014 |
| Kurtosis | 2.578340834 |
| Mean | 9.564149167 × 1016 |
| Median Absolute Deviation (MAD) | 0.499126368 |
| Skewness | -0.2598802681 |
| Sum | 2.723936632 × 1010 |
| Variance | 0.7025393582 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4389924324 | 77 | < 0.1% |
| -0.05264014626 | 77 | < 0.1% |
| -0.2577858579 | 62 | < 0.1% |
| 0.6179704765 | 60 | < 0.1% |
| -0.4988497987 | 53 | < 0.1% |
| 0.4055486736 | 48 | < 0.1% |
| 0.7128730126 | 45 | < 0.1% |
| -0.1051895888 | 40 | < 0.1% |
| 0.587856253 | 39 | < 0.1% |
| 0.4851104315 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -9.498745921 | 1 | |
| -9.335193079 | 1 | |
| -9.287832214 | 1 | |
| -9.264608733 | 1 | |
| -9.170557219 | 1 |
| Value | Count | Frequency (%) |
| 5.041069185 | 1 | |
| 4.712397566 | 1 | |
| 4.295648234 | 1 | |
| 4.243841213 | 1 | |
| 4.199591107 | 1 |
V19
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.039916605 × 1015 |
|---|---|
| Minimum | -7.21352743 |
| Maximum | 5.591971427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -7.21352743 |
|---|---|
| 5-th percentile | -1.356258963 |
| Q1 | -0.4562989187 |
| median | 0.003734822995 |
| Q3 | 0.4589493558 |
| 95-th percentile | 1.286164482 |
| Maximum | 5.591971427 |
| Range | 12.80549886 |
| Interquartile range (IQR) | 0.9152482745 |
Descriptive statistics
| Standard deviation | 0.8140405008 |
|---|---|
| Coefficient of variation (CV) | 7.82794021 × 1014 |
| Kurtosis | 1.724969781 |
| Mean | 1.039916605 × 1015 |
| Median Absolute Deviation (MAD) | 0.4577082815 |
| Skewness | 0.10919176 |
| Sum | 2.961755285 × 1010 |
| Variance | 0.6626619369 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.116090785 | 77 | < 0.1% |
| -0.3305904484 | 77 | < 0.1% |
| 0.01625612798 | 62 | < 0.1% |
| 0.9276000446 | 60 | < 0.1% |
| -0.1400986848 | 53 | < 0.1% |
| -0.4409295119 | 48 | < 0.1% |
| 0.006773555225 | 45 | < 0.1% |
| -2.097944321 | 40 | < 0.1% |
| 0.04935008318 | 39 | < 0.1% |
| 0.2713148852 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -7.21352743 | 1 | |
| -6.938297318 | 1 | |
| -4.932733055 | 1 | |
| -4.676092279 | 1 | |
| -4.619034342 | 1 |
| Value | Count | Frequency (%) |
| 5.591971427 | 1 | |
| 5.572113327 | 1 | |
| 5.501747214 | 1 | |
| 5.22834179 | 1 | |
| 4.891062441 | 1 |
V20
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.406203629 × 1016 |
|---|---|
| Minimum | -54.49772049 |
| Maximum | 39.42090425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -54.49772049 |
|---|---|
| 5-th percentile | -0.5584348996 |
| Q1 | -0.2117213647 |
| median | -0.06248109246 |
| Q3 | 0.133040841 |
| 95-th percentile | 0.8361440894 |
| Maximum | 39.42090425 |
| Range | 93.91862474 |
| Interquartile range (IQR) | 0.3447622057 |
Descriptive statistics
| Standard deviation | 0.7709250249 |
|---|---|
| Coefficient of variation (CV) | 1.203403872 × 1015 |
| Kurtosis | 271.016113 |
| Mean | 6.406203629 × 1016 |
| Median Absolute Deviation (MAD) | 0.1687016739 |
| Skewness | -2.037155299 |
| Sum | 1.824531637 × 1010 |
| Variance | 0.594325394 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1320797243 | 77 | < 0.1% |
| -0.1803701186 | 77 | < 0.1% |
| -0.1874207884 | 62 | < 0.1% |
| 0.005756655419 | 60 | < 0.1% |
| -0.1207140343 | 53 | < 0.1% |
| -0.08698932974 | 48 | < 0.1% |
| 0.0536071193 | 45 | < 0.1% |
| -0.1675554163 | 40 | < 0.1% |
| 0.04521744119 | 39 | < 0.1% |
| 0.1560890111 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -54.49772049 | 1 | |
| -28.00963533 | 1 | |
| -25.22234524 | 1 | |
| -23.64689033 | 1 | |
| -23.42017257 | 1 |
| Value | Count | Frequency (%) |
| 39.42090425 | 1 | |
| 38.11720913 | 1 | |
| 26.23739079 | 1 | |
| 24.13389419 | 1 | |
| 23.64909457 | 1 |
V21
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.654066908 × 1016 |
|---|---|
| Minimum | -34.83038214 |
| Maximum | 27.20283916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -34.83038214 |
|---|---|
| 5-th percentile | -0.5046735037 |
| Q1 | -0.2283949468 |
| median | -0.0294501677 |
| Q3 | 0.1863772034 |
| 95-th percentile | 0.5378677106 |
| Maximum | 27.20283916 |
| Range | 62.0332213 |
| Interquartile range (IQR) | 0.4147721502 |
Descriptive statistics
| Standard deviation | 0.7345240144 |
|---|---|
| Coefficient of variation (CV) | 4.440715251 × 1015 |
| Kurtosis | 207.2870404 |
| Mean | 1.654066908 × 1016 |
| Median Absolute Deviation (MAD) | 0.2063824688 |
| Skewness | 3.592991193 |
| Sum | 4.710898338 × 1011 |
| Variance | 0.5395255277 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.262580846 | 77 | < 0.1% |
| 0.2697649514 | 77 | < 0.1% |
| -0.3611580366 | 62 | < 0.1% |
| -0.06420828148 | 60 | < 0.1% |
| -0.3523338005 | 53 | < 0.1% |
| -0.06721666134 | 48 | < 0.1% |
| -0.2074324045 | 45 | < 0.1% |
| -0.04023759275 | 40 | < 0.1% |
| -0.1918199828 | 39 | < 0.1% |
| -0.3133074454 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -34.83038214 | 1 | |
| -22.88934704 | 1 | |
| -22.79760391 | 1 | |
| -22.75753986 | 1 | |
| -22.6656846 | 1 |
| Value | Count | Frequency (%) |
| 27.20283916 | 6 | |
| 22.61488937 | 1 | < 0.1% |
| 22.59954336 | 1 | < 0.1% |
| 22.58898947 | 1 | < 0.1% |
| 22.58067527 | 1 | < 0.1% |
V22
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.56859322 × 1016 |
|---|---|
| Minimum | -10.9331437 |
| Maximum | 10.50309009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -10.9331437 |
|---|---|
| 5-th percentile | -1.081892184 |
| Q1 | -0.5423503727 |
| median | 0.006781942528 |
| Q3 | 0.5285536353 |
| 95-th percentile | 1.128987321 |
| Maximum | 10.50309009 |
| Range | 21.43623379 |
| Interquartile range (IQR) | 1.070904008 |
Descriptive statistics
| Standard deviation | 0.7257015604 |
|---|---|
| Coefficient of variation (CV) | -2.033578824 × 1015 |
| Kurtosis | 2.832966516 |
| Mean | -3.56859322 × 1016 |
| Median Absolute Deviation (MAD) | 0.5364936905 |
| Skewness | -0.2132576228 |
| Sum | -1.016360329 × 1010 |
| Variance | 0.5266427548 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8162637632 | 77 | < 0.1% |
| 0.8446266468 | 77 | < 0.1% |
| -0.9842619492 | 62 | < 0.1% |
| -0.08058707745 | 60 | < 0.1% |
| -0.9969367748 | 53 | < 0.1% |
| -0.07264159949 | 48 | < 0.1% |
| -0.6924166842 | 45 | < 0.1% |
| 0.09617157396 | 40 | < 0.1% |
| -0.6501177955 | 39 | < 0.1% |
| -1.068934378 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -10.9331437 | 1 | < 0.1% |
| -9.499422964 | 1 | < 0.1% |
| -8.887017141 | 6 | |
| -8.593641565 | 1 | < 0.1% |
| -8.55580793 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.50309009 | 1 | |
| 8.361985192 | 1 | |
| 8.316275439 | 1 | |
| 8.272232984 | 1 | |
| 7.357255162 | 1 |
V23
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.578647897 × 1016 |
|---|---|
| Minimum | -44.8077352 |
| Maximum | 22.52841169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -44.8077352 |
|---|---|
| 5-th percentile | -0.4722464465 |
| Q1 | -0.161846345 |
| median | -0.0111929303 |
| Q3 | 0.1476420639 |
| 95-th percentile | 0.4880159684 |
| Maximum | 22.52841169 |
| Range | 67.33614689 |
| Interquartile range (IQR) | 0.3094884089 |
Descriptive statistics
| Standard deviation | 0.6244602956 |
|---|---|
| Coefficient of variation (CV) | 2.421657863 × 1015 |
| Kurtosis | 440.0886587 |
| Mean | 2.578647897 × 1016 |
| Median Absolute Deviation (MAD) | 0.1544930816 |
| Skewness | -5.87514034 |
| Sum | 7.344169717 × 1011 |
| Variance | 0.3899506608 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.140304302 | 77 | < 0.1% |
| 0.02067466769 | 77 | < 0.1% |
| 0.3541980943 | 62 | < 0.1% |
| -0.07299107927 | 60 | < 0.1% |
| 0.363484906 | 53 | < 0.1% |
| -0.03658428268 | 48 | < 0.1% |
| -0.1185975116 | 45 | < 0.1% |
| -0.09254896958 | 40 | < 0.1% |
| -0.1140694638 | 39 | < 0.1% |
| -0.3315996894 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -44.8077352 | 1 | |
| -36.66600007 | 1 | |
| -32.828995 | 1 | |
| -30.26972001 | 1 | |
| -27.53364329 | 1 |
| Value | Count | Frequency (%) |
| 22.52841169 | 1 | |
| 22.08354487 | 1 | |
| 20.8033441 | 1 | |
| 19.22816908 | 1 | |
| 19.00294182 | 1 |
V24
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.473265531 × 1015 |
|---|---|
| Minimum | -2.836626919 |
| Maximum | 4.584549137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -2.836626919 |
|---|---|
| 5-th percentile | -1.143662292 |
| Q1 | -0.3545861364 |
| median | 0.04097605606 |
| Q3 | 0.4395266002 |
| 95-th percentile | 0.8663576267 |
| Maximum | 4.584549137 |
| Range | 7.421176056 |
| Interquartile range (IQR) | 0.7941127366 |
Descriptive statistics
| Standard deviation | 0.6056470678 |
|---|---|
| Coefficient of variation (CV) | 1.353926038 × 1014 |
| Kurtosis | 0.6188708 |
| Mean | 4.473265531 × 1015 |
| Median Absolute Deviation (MAD) | 0.3971389516 |
| Skewness | -0.5524993012 |
| Sum | 1.274017336 × 109 |
| Variance | 0.3668083708 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7262118838 | 77 | < 0.1% |
| 0.3578272493 | 77 | < 0.1% |
| 0.6207093385 | 62 | < 0.1% |
| 1.01813597 | 60 | < 0.1% |
| 0.6048265698 | 53 | < 0.1% |
| 0.5296927676 | 48 | < 0.1% |
| 0.8914796679 | 45 | < 0.1% |
| -1.345663706 | 40 | < 0.1% |
| 0.9159355995 | 39 | < 0.1% |
| 1.00995228 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -2.836626919 | 1 | |
| -2.824848903 | 1 | |
| -2.822683592 | 1 | |
| -2.822383969 | 1 | |
| -2.814897636 | 1 |
| Value | Count | Frequency (%) |
| 4.584549137 | 1 | |
| 4.02286589 | 1 | |
| 4.016341817 | 1 | |
| 4.014444385 | 1 | |
| 3.998293678 | 1 |
V25
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.340914685 × 1016 |
|---|---|
| Minimum | -10.29539707 |
| Maximum | 7.519588679 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -10.29539707 |
|---|---|
| 5-th percentile | -0.8250263713 |
| Q1 | -0.3171450541 |
| median | 0.01659350164 |
| Q3 | 0.3507155629 |
| 95-th percentile | 0.7606985796 |
| Maximum | 7.519588679 |
| Range | 17.81498575 |
| Interquartile range (IQR) | 0.6678606169 |
Descriptive statistics
| Standard deviation | 0.5212780705 |
|---|---|
| Coefficient of variation (CV) | 9.760089821 × 1014 |
| Kurtosis | 4.290412283 |
| Mean | 5.340914685 × 1016 |
| Median Absolute Deviation (MAD) | 0.3339634014 |
| Skewness | -0.4157925903 |
| Sum | 1.521129889 × 1010 |
| Variance | 0.2717308268 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.366624307 | 77 | < 0.1% |
| 0.1864229457 | 77 | < 0.1% |
| -0.2971378761 | 62 | < 0.1% |
| 0.6635747725 | 60 | < 0.1% |
| -0.2645595863 | 53 | < 0.1% |
| 0.414685142 | 48 | < 0.1% |
| 0.7302403643 | 45 | < 0.1% |
| 0.5103049571 | 40 | < 0.1% |
| 0.7300730401 | 39 | < 0.1% |
| 0.2337301799 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -10.29539707 | 1 | |
| -8.69662677 | 1 | |
| -7.495741104 | 1 | |
| -7.081325346 | 1 | |
| -7.025783182 | 1 |
| Value | Count | Frequency (%) |
| 7.519588679 | 1 | |
| 6.070850384 | 1 | |
| 5.852483571 | 1 | |
| 5.826159035 | 1 | |
| 5.541597595 | 1 |
V26
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.683437198 × 1015 |
|---|---|
| Minimum | -2.604550553 |
| Maximum | 3.517345612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -2.604550553 |
|---|---|
| 5-th percentile | -0.6973482579 |
| Q1 | -0.3269839259 |
| median | -0.05213910802 |
| Q3 | 0.2409521737 |
| 95-th percentile | 0.9209154332 |
| Maximum | 3.517345612 |
| Range | 6.121896164 |
| Interquartile range (IQR) | 0.5679360996 |
Descriptive statistics
| Standard deviation | 0.4822270133 |
|---|---|
| Coefficient of variation (CV) | 2.864538182 × 1014 |
| Kurtosis | 0.9190057709 |
| Mean | 1.683437198 × 1015 |
| Median Absolute Deviation (MAD) | 0.2804479981 |
| Skewness | 0.5766926172 |
| Sum | 4.794546982 × 1010 |
| Variance | 0.2325428923 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.09654447079 | 77 | < 0.1% |
| -0.398827515 | 77 | < 0.1% |
| 0.1667356343 | 62 | < 0.1% |
| -0.6713228443 | 60 | < 0.1% |
| 0.2196706474 | 53 | < 0.1% |
| 0.7358696518 | 48 | < 0.1% |
| 0.3840134458 | 45 | < 0.1% |
| -0.1826735225 | 40 | < 0.1% |
| 0.3838794176 | 39 | < 0.1% |
| -0.8244705574 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -2.604550553 | 1 | |
| -2.534329721 | 1 | |
| -2.24162029 | 1 | |
| -2.068560869 | 1 | |
| -1.855355338 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.463245654 | 1 | |
| 3.415636243 | 1 | |
| 3.220178375 | 1 | |
| 3.155327473 | 1 |
V27
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.660090813 × 1016 |
|---|---|
| Minimum | -22.56567932 |
| Maximum | 31.61219811 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -22.56567932 |
|---|---|
| 5-th percentile | -0.4152459591 |
| Q1 | -0.0708395293 |
| median | 0.001342145979 |
| Q3 | 0.09104511969 |
| 95-th percentile | 0.387746157 |
| Maximum | 31.61219811 |
| Range | 54.17787743 |
| Interquartile range (IQR) | 0.161884649 |
Descriptive statistics
| Standard deviation | 0.403632495 |
|---|---|
| Coefficient of variation (CV) | -1.102793662 × 1015 |
| Kurtosis | 244.9892406 |
| Mean | -3.660090813 × 1016 |
| Median Absolute Deviation (MAD) | 0.07826081248 |
| Skewness | -1.170208942 |
| Sum | -1.042419484 × 1010 |
| Variance | 0.162919191 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02773512151 | 77 | < 0.1% |
| -0.03586631529 | 77 | < 0.1% |
| -0.06829900993 | 62 | < 0.1% |
| 0.09680094523 | 60 | < 0.1% |
| -0.03920945159 | 53 | < 0.1% |
| -0.05823276765 | 48 | < 0.1% |
| -0.02846527247 | 45 | < 0.1% |
| 0.1070583025 | 40 | < 0.1% |
| -0.03190230409 | 39 | < 0.1% |
| -0.02830206643 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -22.56567932 | 1 | |
| -9.895244048 | 1 | |
| -9.845807693 | 1 | |
| -9.793567905 | 1 | |
| -9.544855375 | 1 |
| Value | Count | Frequency (%) |
| 31.61219811 | 1 | |
| 12.15240111 | 1 | |
| 11.13573984 | 1 | |
| 10.50788435 | 1 | |
| 10.13559735 | 1 |
V28
Real number (ℝ)
| Distinct | 275663 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.227389995 × 1016 |
|---|---|
| Minimum | -15.43008391 |
| Maximum | 33.84780782 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -15.43008391 |
|---|---|
| 5-th percentile | -0.3178431605 |
| Q1 | -0.05295979302 |
| median | 0.01124383156 |
| Q3 | 0.07827995476 |
| 95-th percentile | 0.2560897065 |
| Maximum | 33.84780782 |
| Range | 49.27789172 |
| Interquartile range (IQR) | 0.1312397478 |
Descriptive statistics
| Standard deviation | 0.3300832642 |
|---|---|
| Coefficient of variation (CV) | -2.689310369 × 1015 |
| Kurtosis | 933.3975021 |
| Mean | -1.227389995 × 1016 |
| Median Absolute Deviation (MAD) | 0.06516568959 |
| Skewness | 11.19209119 |
| Sum | -3.495692624 × 1011 |
| Variance | 0.1089549613 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.06028215108 | 77 | < 0.1% |
| 0.01849457297 | 77 | < 0.1% |
| -0.02958470284 | 62 | < 0.1% |
| 0.02869687829 | 60 | < 0.1% |
| -0.0427869554 | 53 | < 0.1% |
| -0.02665761951 | 48 | < 0.1% |
| 0.03612330941 | 45 | < 0.1% |
| 0.07181800295 | 40 | < 0.1% |
| 0.0298493414 | 39 | < 0.1% |
| 0.0118363067 | 36 | < 0.1% |
| Other values (275653) | 284270 |
| Value | Count | Frequency (%) |
| -15.43008391 | 1 | |
| -11.71089564 | 1 | |
| -9.617915452 | 1 | |
| -8.6565699 | 1 | |
| -8.478685643 | 1 |
| Value | Count | Frequency (%) |
| 33.84780782 | 1 | |
| 22.62007222 | 1 | |
| 16.12960914 | 1 | |
| 15.94215098 | 1 | |
| 15.87047405 | 1 |
Amount
Real number (ℝ≥0)
| Distinct | 32767 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.34961925 |
|---|---|
| Minimum | 0 |
| Maximum | 25691.16 |
| Zeros | 1825 |
| Zeros (%) | 0.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 5.6 |
| median | 22 |
| Q3 | 77.165 |
| 95-th percentile | 365 |
| Maximum | 25691.16 |
| Range | 25691.16 |
| Interquartile range (IQR) | 71.565 |
Descriptive statistics
| Standard deviation | 250.1201092 |
|---|---|
| Coefficient of variation (CV) | 2.831026453 |
| Kurtosis | 845.0926455 |
| Mean | 88.34961925 |
| Median Absolute Deviation (MAD) | 20.22 |
| Skewness | 16.97772445 |
| Sum | 25162590.01 |
| Variance | 62560.06905 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13688 | 4.8% |
| 1.98 | 6044 | 2.1% |
| 0.89 | 4872 | 1.7% |
| 9.99 | 4747 | 1.7% |
| 15 | 3280 | 1.2% |
| 0.76 | 2998 | 1.1% |
| 10 | 2950 | 1.0% |
| 1.29 | 2892 | 1.0% |
| 1.79 | 2623 | 0.9% |
| 0.99 | 2304 | 0.8% |
| Other values (32757) | 238409 |
| Value | Count | Frequency (%) |
| 0 | 1825 | |
| 0.01 | 718 | 0.3% |
| 0.02 | 85 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 25691.16 | 1 | |
| 19656.53 | 1 | |
| 18910 | 1 | |
| 12910.93 | 1 | |
| 11898.09 | 1 |
Class
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 0 | |
|---|---|
| 1 | 492 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 284807 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 284807 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 284807 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 284807 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 284315 | |
| 1 | 492 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | -1.359807 | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 1 | 0.0 | 1.191857 | 0.266151 | 0.166480 | 0.448154 | 0.060018 | -0.082361 | -0.078803 | 0.085102 | -0.255425 | -0.166974 | 1.612727 | 1.065235 | 0.489095 | -0.143772 | 0.635558 | 0.463917 | -0.114805 | -0.183361 | -0.145783 | -0.069083 | -0.225775 | -0.638672 | 0.101288 | -0.339846 | 0.167170 | 0.125895 | -0.008983 | 0.014724 | 2.69 | 0 |
| 2 | 1.0 | -1.358354 | -1.340163 | 1.773209 | 0.379780 | -0.503198 | 1.800499 | 0.791461 | 0.247676 | -1.514654 | 0.207643 | 0.624501 | 0.066084 | 0.717293 | -0.165946 | 2.345865 | -2.890083 | 1.109969 | -0.121359 | -2.261857 | 0.524980 | 0.247998 | 0.771679 | 0.909412 | -0.689281 | -0.327642 | -0.139097 | -0.055353 | -0.059752 | 378.66 | 0 |
| 3 | 1.0 | -0.966272 | -0.185226 | 1.792993 | -0.863291 | -0.010309 | 1.247203 | 0.237609 | 0.377436 | -1.387024 | -0.054952 | -0.226487 | 0.178228 | 0.507757 | -0.287924 | -0.631418 | -1.059647 | -0.684093 | 1.965775 | -1.232622 | -0.208038 | -0.108300 | 0.005274 | -0.190321 | -1.175575 | 0.647376 | -0.221929 | 0.062723 | 0.061458 | 123.50 | 0 |
| 4 | 2.0 | -1.158233 | 0.877737 | 1.548718 | 0.403034 | -0.407193 | 0.095921 | 0.592941 | -0.270533 | 0.817739 | 0.753074 | -0.822843 | 0.538196 | 1.345852 | -1.119670 | 0.175121 | -0.451449 | -0.237033 | -0.038195 | 0.803487 | 0.408542 | -0.009431 | 0.798278 | -0.137458 | 0.141267 | -0.206010 | 0.502292 | 0.219422 | 0.215153 | 69.99 | 0 |
| 5 | 2.0 | -0.425966 | 0.960523 | 1.141109 | -0.168252 | 0.420987 | -0.029728 | 0.476201 | 0.260314 | -0.568671 | -0.371407 | 1.341262 | 0.359894 | -0.358091 | -0.137134 | 0.517617 | 0.401726 | -0.058133 | 0.068653 | -0.033194 | 0.084968 | -0.208254 | -0.559825 | -0.026398 | -0.371427 | -0.232794 | 0.105915 | 0.253844 | 0.081080 | 3.67 | 0 |
| 6 | 4.0 | 1.229658 | 0.141004 | 0.045371 | 1.202613 | 0.191881 | 0.272708 | -0.005159 | 0.081213 | 0.464960 | -0.099254 | -1.416907 | -0.153826 | -0.751063 | 0.167372 | 0.050144 | -0.443587 | 0.002821 | -0.611987 | -0.045575 | -0.219633 | -0.167716 | -0.270710 | -0.154104 | -0.780055 | 0.750137 | -0.257237 | 0.034507 | 0.005168 | 4.99 | 0 |
| 7 | 7.0 | -0.644269 | 1.417964 | 1.074380 | -0.492199 | 0.948934 | 0.428118 | 1.120631 | -3.807864 | 0.615375 | 1.249376 | -0.619468 | 0.291474 | 1.757964 | -1.323865 | 0.686133 | -0.076127 | -1.222127 | -0.358222 | 0.324505 | -0.156742 | 1.943465 | -1.015455 | 0.057504 | -0.649709 | -0.415267 | -0.051634 | -1.206921 | -1.085339 | 40.80 | 0 |
| 8 | 7.0 | -0.894286 | 0.286157 | -0.113192 | -0.271526 | 2.669599 | 3.721818 | 0.370145 | 0.851084 | -0.392048 | -0.410430 | -0.705117 | -0.110452 | -0.286254 | 0.074355 | -0.328783 | -0.210077 | -0.499768 | 0.118765 | 0.570328 | 0.052736 | -0.073425 | -0.268092 | -0.204233 | 1.011592 | 0.373205 | -0.384157 | 0.011747 | 0.142404 | 93.20 | 0 |
| 9 | 9.0 | -0.338262 | 1.119593 | 1.044367 | -0.222187 | 0.499361 | -0.246761 | 0.651583 | 0.069539 | -0.736727 | -0.366846 | 1.017614 | 0.836390 | 1.006844 | -0.443523 | 0.150219 | 0.739453 | -0.540980 | 0.476677 | 0.451773 | 0.203711 | -0.246914 | -0.633753 | -0.120794 | -0.385050 | -0.069733 | 0.094199 | 0.246219 | 0.083076 | 3.68 | 0 |
Last rows
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 284797 | 172782.0 | -0.241923 | 0.712247 | 0.399806 | -0.463406 | 0.244531 | -1.343668 | 0.929369 | -0.206210 | 0.106234 | -0.284708 | -0.612982 | -0.066655 | -0.732987 | 0.237948 | -0.293959 | -0.245496 | -0.174846 | -0.891169 | -0.290491 | -0.139512 | -0.228876 | -0.514376 | 0.279598 | 0.371441 | -0.559238 | 0.113144 | 0.131507 | 0.081265 | 5.49 | 0 |
| 284798 | 172782.0 | 0.219529 | 0.881246 | -0.635891 | 0.960928 | -0.152971 | -1.014307 | 0.427126 | 0.121340 | -0.285670 | -0.111640 | -1.109232 | -0.453235 | -1.046946 | 1.122674 | 1.243518 | -1.431897 | 0.939328 | -0.002373 | 2.894952 | 0.006666 | 0.099936 | 0.337120 | 0.251791 | 0.057688 | -1.508368 | 0.144023 | 0.181205 | 0.215243 | 24.05 | 0 |
| 284799 | 172783.0 | -1.775135 | -0.004235 | 1.189786 | 0.331096 | 1.196063 | 5.519980 | -1.518185 | 2.080825 | 1.159498 | -0.594242 | -1.264072 | 0.453596 | -0.243142 | -0.858719 | -0.766554 | -0.644646 | 0.447184 | 0.388721 | 0.792135 | 0.348176 | 0.103302 | 0.654850 | -0.348929 | 0.745323 | 0.704545 | -0.127579 | 0.454379 | 0.130308 | 79.99 | 0 |
| 284800 | 172784.0 | 2.039560 | -0.175233 | -1.196825 | 0.234580 | -0.008713 | -0.726571 | 0.017050 | -0.118228 | 0.435402 | 0.267772 | 0.523316 | 0.559047 | -0.834660 | 0.626211 | -0.541494 | 0.225361 | -0.605252 | -0.163049 | 0.561695 | -0.256922 | -0.268048 | -0.717211 | 0.297930 | -0.359769 | -0.315610 | 0.201114 | -0.080826 | -0.075071 | 2.68 | 0 |
| 284801 | 172785.0 | 0.120316 | 0.931005 | -0.546012 | -0.745097 | 1.130314 | -0.235973 | 0.812722 | 0.115093 | -0.204064 | -0.657422 | 0.644837 | 0.190916 | -0.546329 | -0.731707 | -0.808036 | 0.599628 | 0.070441 | 0.373110 | 0.128904 | 0.000676 | -0.314205 | -0.808520 | 0.050343 | 0.102800 | -0.435870 | 0.124079 | 0.217940 | 0.068803 | 2.69 | 0 |
| 284802 | 172786.0 | -11.881118 | 10.071785 | -9.834783 | -2.066656 | -5.364473 | -2.606837 | -4.918215 | 7.305334 | 1.914428 | 4.356170 | -1.593105 | 2.711941 | -0.689256 | 4.626942 | -0.924459 | 1.107641 | 1.991691 | 0.510632 | -0.682920 | 1.475829 | 0.213454 | 0.111864 | 1.014480 | -0.509348 | 1.436807 | 0.250034 | 0.943651 | 0.823731 | 0.77 | 0 |
| 284803 | 172787.0 | -0.732789 | -0.055080 | 2.035030 | -0.738589 | 0.868229 | 1.058415 | 0.024330 | 0.294869 | 0.584800 | -0.975926 | -0.150189 | 0.915802 | 1.214756 | -0.675143 | 1.164931 | -0.711757 | -0.025693 | -1.221179 | -1.545556 | 0.059616 | 0.214205 | 0.924384 | 0.012463 | -1.016226 | -0.606624 | -0.395255 | 0.068472 | -0.053527 | 24.79 | 0 |
| 284804 | 172788.0 | 1.919565 | -0.301254 | -3.249640 | -0.557828 | 2.630515 | 3.031260 | -0.296827 | 0.708417 | 0.432454 | -0.484782 | 0.411614 | 0.063119 | -0.183699 | -0.510602 | 1.329284 | 0.140716 | 0.313502 | 0.395652 | -0.577252 | 0.001396 | 0.232045 | 0.578229 | -0.037501 | 0.640134 | 0.265745 | -0.087371 | 0.004455 | -0.026561 | 67.88 | 0 |
| 284805 | 172788.0 | -0.240440 | 0.530483 | 0.702510 | 0.689799 | -0.377961 | 0.623708 | -0.686180 | 0.679145 | 0.392087 | -0.399126 | -1.933849 | -0.962886 | -1.042082 | 0.449624 | 1.962563 | -0.608577 | 0.509928 | 1.113981 | 2.897849 | 0.127434 | 0.265245 | 0.800049 | -0.163298 | 0.123205 | -0.569159 | 0.546668 | 0.108821 | 0.104533 | 10.00 | 0 |
| 284806 | 172792.0 | -0.533413 | -0.189733 | 0.703337 | -0.506271 | -0.012546 | -0.649617 | 1.577006 | -0.414650 | 0.486180 | -0.915427 | -1.040458 | -0.031513 | -0.188093 | -0.084316 | 0.041333 | -0.302620 | -0.660377 | 0.167430 | -0.256117 | 0.382948 | 0.261057 | 0.643078 | 0.376777 | 0.008797 | -0.473649 | -0.818267 | -0.002415 | 0.013649 | 217.00 | 0 |
Most frequent
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 723 | 163152.0 | -1.203617 | 1.574009 | 2.889277 | 3.381404 | 1.538663 | 3.698747 | 0.560211 | -0.150911 | 0.124136 | 4.220998 | 1.384569 | -0.706897 | -0.256274 | -1.562583 | 1.692915 | -0.787338 | -0.226776 | -0.412354 | 0.234322 | 1.385597 | -0.366727 | 0.522223 | -0.357329 | -0.870174 | -0.134166 | 0.327019 | -0.042648 | -0.855262 | 1.51 | 0 | 18 |
| 724 | 163152.0 | -1.196037 | 1.585949 | 2.883976 | 3.378471 | 1.511706 | 3.717077 | 0.585362 | -0.156001 | 0.122648 | 4.217934 | 1.385525 | -0.709405 | -0.256168 | -1.564352 | 1.693218 | -0.785210 | -0.228008 | -0.412833 | 0.234834 | 1.375790 | -0.370294 | 0.524395 | -0.355170 | -0.869790 | -0.133198 | 0.327804 | -0.035702 | -0.858197 | 7.56 | 0 | 18 |
| 146 | 43153.0 | -2.086016 | 2.203265 | 1.654339 | 2.941050 | -1.683045 | 0.529728 | -1.352162 | 1.793449 | -0.723686 | 0.600365 | -0.982212 | -0.551636 | -1.337000 | 0.834403 | 1.251862 | 0.033455 | 1.067978 | 0.160510 | 0.213087 | 0.079002 | 0.216444 | 0.567241 | -0.035345 | 0.370201 | 0.157378 | 0.440341 | 0.210230 | 0.090558 | 0.76 | 0 | 9 |
| 766 | 170731.0 | 2.033492 | 0.766969 | -2.107555 | 3.631952 | 1.348594 | -0.499907 | 0.945159 | -0.286392 | -1.370581 | 1.653073 | -1.600434 | -1.510901 | -2.143280 | 1.189850 | -0.875588 | 0.175808 | -0.419433 | -0.464717 | -1.414528 | -0.430560 | 0.241894 | 0.658545 | -0.102644 | 0.580535 | 0.643637 | 0.347240 | -0.116618 | -0.078601 | 0.76 | 0 | 9 |
| 281 | 68207.0 | -13.192671 | 12.785971 | -9.906650 | 3.320337 | -4.801176 | 5.760059 | -18.750889 | -37.353443 | -0.391540 | -5.052502 | 4.406806 | -4.610756 | -1.909488 | -9.072711 | -0.226074 | -6.211557 | -6.248145 | -3.149247 | 0.051576 | -3.493050 | 27.202839 | -8.887017 | 5.303607 | -0.639435 | 0.263203 | -0.108877 | 1.269566 | 0.939407 | 1.00 | 1 | 6 |
| 250 | 64947.0 | -6.378440 | 3.293830 | 1.730572 | -1.586493 | 0.203319 | 0.213103 | 2.941403 | -3.415646 | 7.938980 | 11.519106 | 3.022639 | -0.778760 | -1.140137 | -5.798989 | 0.405939 | -1.725896 | -2.374682 | -0.528987 | -0.100571 | 2.954298 | -1.610576 | 0.385227 | -0.366595 | 0.479819 | 0.153885 | -0.536129 | -4.795220 | -3.693525 | 5.96 | 0 | 5 |
| 251 | 64947.0 | -6.373391 | 3.301783 | 1.727041 | -1.588447 | 0.185362 | 0.225313 | 2.958156 | -3.419036 | 7.937988 | 11.517065 | 3.023275 | -0.780431 | -1.140067 | -5.800167 | 0.406141 | -1.724479 | -2.375503 | -0.529306 | -0.100230 | 2.947765 | -1.612952 | 0.386673 | -0.365157 | 0.480075 | 0.154530 | -0.535606 | -4.790593 | -3.695480 | 9.99 | 0 | 5 |
| 252 | 64947.0 | -6.370459 | 3.306401 | 1.724991 | -1.589581 | 0.174936 | 0.232403 | 2.967884 | -3.421005 | 7.937413 | 11.515880 | 3.023644 | -0.781401 | -1.140026 | -5.800852 | 0.406259 | -1.723657 | -2.375979 | -0.529492 | -0.100033 | 2.943972 | -1.614332 | 0.387513 | -0.364322 | 0.480224 | 0.154904 | -0.535302 | -4.787907 | -3.696616 | 12.33 | 0 | 5 |
| 253 | 64947.0 | -6.342969 | 3.349697 | 1.705767 | -1.600219 | 0.077178 | 0.298877 | 3.059092 | -3.439462 | 7.932015 | 11.504768 | 3.027109 | -0.790496 | -1.139641 | -5.807267 | 0.407360 | -1.715942 | -2.380449 | -0.531228 | -0.098178 | 2.908407 | -1.627268 | 0.395387 | -0.356491 | 0.481618 | 0.158414 | -0.532454 | -4.762716 | -3.707261 | 34.27 | 0 | 5 |
| 254 | 64947.0 | -6.327870 | 3.373477 | 1.695209 | -1.606061 | 0.023487 | 0.335386 | 3.109186 | -3.449599 | 7.929051 | 11.498665 | 3.029011 | -0.795491 | -1.139430 | -5.810791 | 0.407965 | -1.711705 | -2.382903 | -0.532182 | -0.097159 | 2.888874 | -1.634373 | 0.399711 | -0.352190 | 0.482383 | 0.160342 | -0.530889 | -4.748881 | -3.713108 | 46.32 | 0 | 5 |